An Overview of Robust Subspace Recovery

2 March 2018

Papers citing "An Overview of Robust Subspace Recovery"

14 / 14 papers shown

Title
T-Rex: Fitting a Robust Factor Model via Expectation-Maximization Daniel Cederberg 17 0 0 17 May 2025
Bures-Wasserstein Barycenters and Low-Rank Matrix Recovery Tyler Maunu Thibaut Le Gouic Philippe Rigollet 28 5 0 26 Oct 2022
Boosting RANSAC via Dual Principal Component Pursuit Yunchen Yang Xinyue Zhang Tianjiao Ding Daniel P. Robinson René Vidal M. Tsakiris 19 0 0 06 Oct 2021
HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise David Hong Kyle Gilman Laura Balzano Jeffrey A. Fessler 40 19 0 10 Jan 2021
Modal Principal Component Analysis Keishi Sando H. Hino 29 16 0 07 Aug 2020
Manifold Proximal Point Algorithms for Dual Principal Component Pursuit and Orthogonal Dictionary Learning Shixiang Chen Zengde Deng Shiqian Ma Anthony Man-Cho So 27 28 0 05 May 2020
$Depth Descent Synchronization in $\mathrm{SO}(D)$$ Depth Descent Synchronization in $\mathrm{SO}(D)$ Tyler Maunu Gilad Lerman MDE 37 2 0 13 Feb 2020
List Decodable Subspace Recovery P. Raghavendra Morris Yau 38 25 0 07 Feb 2020
Outlier Detection and Data Clustering via Innovation Search M. Rahmani P. Li 34 3 0 30 Dec 2019
Deep Autoencoders with Value-at-Risk Thresholding for Unsupervised Anomaly Detection A. Akhriev Jakub Mareˇcek UQCV 32 4 0 09 Dec 2019
Fast, Parameter free Outlier Identification for Robust PCA V. Menon Sheetal Kalyani 33 2 0 13 Apr 2018
RANSAC Algorithms for Subspace Recovery and Subspace Clustering E. Arias-Castro Jue Wang 30 10 0 30 Nov 2017
Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery Namrata Vaswani T. Bouwmans S. Javed Praneeth Narayanamurthy OOD 35 273 0 26 Nov 2017
A Well-Tempered Landscape for Non-convex Robust Subspace Recovery Tyler Maunu Teng Zhang Gilad Lerman 24 63 0 13 Jun 2017